Enhancing Web Accessibility in Drupal with AI Tools

In this session, we'll explore how AI can help us build more inclusive Drupal websites. We'll look at how AI can identify accessibility barriers, suggest or automate fixes, and even generate accessible content from the start. Whether you're a developer, designer, or content editor, this session will give you practical, real-world strategies to improve accessibility using AI-driven tools.

Demo on the following AI Tools and Approaches for Accessibility in Drupal -

1. Accessibility Auditing & Issue Detection axe-core + AI wrappers. -

Integrate axe-core with AI-driven auditing tools Deque AI to continuously scan for WCAG issues and suggest intelligent solutions.

Siteimprove - AI-enhanced reporting and issue prioritization for accessibility, usability, and SEO in Drupal.

Microsoft Accessibility Insights Detects issues using machine learning and integrates into dev workflows.

2. AI for Image Accessibility

Microsoft Azure Cognitive Services or Google Cloud Vision API Automatically generates meaningful alt text for images uploaded in Drupal's media library. This can be integrated via custom Drupal modules or hooks.

OpenAI / GPT-based models For generating human-like image descriptions based on file name, context, and surrounding text.

GPT (like ChatGPT API) Can be used to rephrase complex text into plain language for better accessibility. Could be integrated into the Drupal content workflow via a custom editor plugin.

AI-powered screen reader testing Brief overview on VoiceOver AI testers simulate how users with screen readers experience your Drupal site and highlight gaps.

3. Smart UI Adjustments Based on User Needs UserWay or EqualWeb AI widgets AI overlays for dynamic adjustments like font size, contrast, keyboard navigation, etc.